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Efficient Approximate Kernel Based Spike Sequence Classification

Efficient Approximate Kernel Based Spike Sequence Classification

IEEE/ACM Transactions on Computational Biology & Bioinformatics (TCBB), 2022

11 September 2022

Sarwan Ali

Muhammad Asad Khan

Imdadullah Khan

Murray Patterson

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Papers citing "Efficient Approximate Kernel Based Spike Sequence Classification"

17 / 17 papers shown

Title
Breaking the Euclidean Barrier: Hyperboloid-Based Biological Sequence Analysis Sarwan Ali Haris Mansoor Murray Patterson 88 0 0 01 Oct 2025
Sequence Analysis Using the Bezier Curve Taslim Murad Sarwan Ali Murray Patterson 224 1 0 18 Mar 2025
Converting Time Series Data to Numeric Representations Using Alphabetic Mapping and k-mer strategy Sarwan Ali Tamkanat E. Ali I. Khan Murray Patterson AI4TS 181 0 0 31 Dec 2024
Position Specific Scoring Is All You Need? Revisiting Protein Sequence Classification TasksRECOMB Comparative Genomics Satellite Conference (RECOMB-CG), 2024 Sarwan Ali Taslim Murad Prakash Chourasia Haris Mansoor I. Khan Pin-Yu Chen Murray Patterson 124 1 0 16 Oct 2024
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review Danial Sharifrazi Nouman Javed Javad Hassannataj Joloudari R. Alizadehsani Prasad N. Paradkar R. Tan U. Acharya Asim Bhatti 156 0 0 26 Sep 2024
Nearest Neighbor CCP-Based Molecular Sequence Analysis Sarwan Ali Prakash Chourasia Bipin Koirala Murray Patterson 188 1 0 07 Sep 2024
A Universal Non-Parametric Approach For Improved Molecular Sequence Analysis Sarwan Ali Tamkanat E. Ali Prakash Chourasia Murray Patterson 125 2 0 12 Feb 2024
Virus2Vec: Viral Sequence Classification Using Machine Learning Sarwan Ali B. Bello Prakash Chourasia Ria Thazhe Punathil Pin-Yu Chen Imdadullah Khan Murray Patterson 109 4 0 24 Apr 2023
PCD2Vec: A Poisson Correction Distance-Based Approach for Viral Host ClassificationIEEE International Joint Conference on Neural Network (IJCNN), 2023 Sarwan Ali Taslim Murad Murray Patterson 132 2 0 13 Apr 2023
ViralVectors: Compact and Scalable Alignment-free Virome Feature GenerationMedical and Biological Engineering and Computing (MBEC), 2023 Sarwan Ali Prakash Chourasia Z. Tayebi B. Bello Murray Patterson 191 6 0 06 Apr 2023
BioSequence2Vec: Efficient Embedding Generation For Biological SequencesPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2023 Sarwan Ali Usama Sardar Murray Patterson Imdadullah Khan 161 1 0 01 Apr 2023
Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning Prakash Chourasia Taslim Murad Z. Tayebi Sarwan Ali Imdadullah Khan Murray Patterson FedML 206 6 0 17 Feb 2023
Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model Sarwan Ali 198 6 0 19 Nov 2022
Informative Initialization and Kernel Selection Improves t-SNE for Biological Sequences Prakash Chourasia Sarwan Ali Murray Patterson 90 16 0 16 Nov 2022
Reads2Vec: Efficient Embedding of Raw High-Throughput Sequencing Reads Data Prakash Chourasia Sarwan Ali Simone Ciccolella G. D. Vedova Murray Patterson 120 10 0 15 Nov 2022
Benchmarking Machine Learning Robustness in Covid-19 Genome Sequence ClassificationScientific Reports (Sci Rep), 2022 Sarwan Ali Bikram Sahoo Alexander Zelikovskiy Pin-Yu Chen Murray Patterson OOD AAML 123 23 0 18 Jul 2022
Efficient Data Analytics on Augmented Similarity Triplets Sarwan Ali Muhammad Ahmad M. Shakeel Imdadullah Khan Arif Zaman Asim Karim 265 1 0 27 Dec 2019